Development and validation of serological markers for detecting recent exposure to Plasmodium vivax infection

Rhea Jessica Longley, Michael T White, Eizo Takashima, Jessica Brewster, Masayuki Morita, Matthias Harbers, Leanne J Robinson, Fumie Matsuura, Shih-Jung (Zoe) Liu, Connie S.N. Li-Wai-Suen, Wai-Hong Tham, Julie Healer, Christele Huon, Chetan E. Chitnis, Wang Nguitragool, Wuelton Marcelo Monteiro, Carla Proietti, Denise L. Doolan, Xavier C Ding, Iveth J Gonzalez, James Kazura, Marcus Lacerda, Jetsumon Sattabongkot, Takafumi Tsuboi, Ivo Mueller

Posted on: 31 December 2018 , updated on: 29 September 2019

Preprint posted on 30 November 2018


Antimalarial drug mefloquine kills both trophozoite and cyst stages of Entamoeba

Conall Sauvey, Gretchen Ehrenkaufer, Anjan Debnath, Ruben Abagyan

Posted on: , updated on: 29 September 2019

Preprint posted on 20 December 2018

It’s in the blood: enhancing malarial detection and expanding the antimalarial toolbox to treating amoebiasis

Selected by Zhang-He Goh

Background of preprints

Over a week ago, Dr Pedro Alonso, the Director of the WHO Global Malaria Programme, released a newsletter that discussed selected areas of WHO’s World Malaria Report published one month earlier. Dr Alonso pointed out that while some countries with a high malarial burden made significant progress, the worldwide fight against malaria appears to have slowed. One such obstacle is the diagnostic gap in national malaria control programs, on which Longley et al. focussed. Specifically, Longley et al. believe that “identifying and targeting individuals with hypnozoites is… essential for accelerating malaria elimination”, and that “blanket approaches to malaria control and elimination” may not be efficient in coping with decreased endemicity as we approach the endgame of our battle with malaria. Longley et al. chose to work on Plasmodium vivax owing to its intractability.

Sauvey et al. examined the activity of mefloquine, an existing antimalarial, against Entamoeba histolytica, a parasitic amoeba which causes disease that is rampant in populations with sanitation problems. Because mefloquine is active against blood-stage malarial parasites and is also able to cross the blood-brain barrier, Sauvey et al. hypothesised that mefloquine may be useful for persistent invasive infections with a reservoir of parasites in the lumen; that is, mefloquine would be useful for treating E. histolytica infections.

Key findings of preprints

(A) Longley et al.

The findings in the preprint by Longley et al. can be broadly classified into three phases. First, Longley et al. narrowed down to 60 candidate serological markers in the antigen discovery phase, then validated them in the next phase. Longley et al. provided a summary of these two phases in Figure 2 of their preprint.

The authors first limited the infections to PCR-confirmed infections to those which were recent, defined as those within the last 9 months. They then attempted to classify individuals based on levels of various serological exposure markers (SEM). Using this method, the authors found that the reticulocyte binding protein 2b (RBP2b), labelled in their preprint as PVX_094255, was 74% sensitive and 74% specific when used alone. The authors then used a linear discriminant analysis (LDA) classification algorithm to identify combinations of the 60 candidate SEMs to predict infections, finding a degree of redundancy among these combinations, as summarised in Table 1 below.

Table 1. Top eight most frequently identified SEMs.

Finally, Longley et al. assessed the classification performance of their LDA classification algorithm. They found that as the number of proteins increased, classification performance plateaued at 80% sensitivity and 80% specificity with five proteins being used in classification. The authors then modelled the performance of targeted treatment conducted with the eight SEMs shown in Table 1, comparing the use of the seroTAT approach to both mass drug administration (MDA) and mass screening and treatment (MSAT) with PCR approaches. The findings can be summarised in Table 2 below.

Table 2. Performance of the seroTAT approach compared to current approaches.

(B) Sauvey et al.

Using a cell viability assay to determine drug potency against E. histolytica, Sauvey et al. found that mefloquine is active against E. histolytica trophozoites in vivo. In the same assay system, the EC50 of mefloquine was determined to be 1.1 μM. Further investigation using a trypan blue cell exclusion assay showed that this decrease in cell viability could be attributed to mefloquine’s amoebicidal nature against E. histolytica. Sauvey et al. also observed that E. histolytica morphology changed significantly after mefloquine treatment, describing the appearance as “universally swollen and rounded, with dramatically enlarged vacuoles”. Subsequent time-effect experiments showed that mefloquine also killed E. histolytica trophozoites much more quickly than did metronidazole. Table 3 below summarises key characteristics for comparison between mefloquine and metronidazole.

Table 3. Characteristics of mefloquine compared to metronidazole.

Why I chose these preprints

I selected both these preprints in this preLight to wrap up 2018 as they encapsulate the recurring themes that I have written about this year: on modelling and prediction, on infectious diseases, on pharmacokinetics and toxicokinetics, and on drug discovery and repurposing. Furthermore, in highlighting these preprints (which have the topic of malaria in common), I aim to emphasise that while this blood-borne disease may be controlled, it is far from being eradicated.

I chose the preprint by Longley et al. to underscore the role that big data plays in the world of infectious diseases. Amassing large amounts of data helps not just in drug discovery, but also in accelerating the development of diagnostic tests that are simultaneously more sensitive and specific, as well as more rapid and inexpensive. This ability to better target antimalarial therapy is especially valuable in reducing toxicities; among these, the most obvious would be to avoid delivering unnecessary and potentially harmful therapies to glucose-6-phosphate deficiency (G6PD) individuals.

The preprint by Sauvey et al. reinforces the value in drug repurposing, and reminds us that even old drugs with considerable side effects can still be useful in the context of other infectious diseases. The authors themselves point out two reasons to be sanguine about mefloquine therapy. First, metronidazole therapy runs the risk of patient noncompliance due to the twin reasons of adverse effects and the need for continued dosing even after symptoms improve; mefloquine’s long half-life may help to target both problems by reducing dosing duration. Second, metronidazole is unable to kill or prevent development of the infective cyst stage of Entamoeba. Interestingly, mefloquine is not fully absorbed in the intestines of patients. While this would be undesirable in other contexts as less of the drug enters systemic circulation, it is fortuitous in the case of amoebiasis, in which the lumen acts as a reservoir for E. histolytica.

Future directions

Future work on malaria will involve expanding the findings made in the two preprints by Longley et al. and Sauvey et al. to other diseases and fields. Longley et al. point out that “similar efforts to develop SEMs are… underway for P. falciparum”, another parasite responsible for malaria. They also point out remaining challenges—one of which is to differentiate between SEMs of malaria-causing parasites, such as that between P. vivax and P. ovale, P. malariae, or P. knowlesi, depending on patterns of co-infection of these other related species.

A similar theme is echoed by Sauvey et al., who investigated mefloquine’s activity against cysts of E. invadens rather than E. histolytica. These interspecies differences will need to be further explored in order to present a better picture of mefloquine’s mechanism of action against E. histolytica. Furthermore, mefloquine’s efficacy will also need to be demonstrated in preclinical animal studies in vivo before progressing to in-human clinical trials.

Exciting times for the field lie ahead. ‘Tis indeed the season to be jolly.

Questions for authors

(A) Longley et al.

  1. What other developments in characterising the eight shortlisted SEMs will be needed before they can be validated, and a kit can be developed around the shortlisted SEMs?
  2. Since both the sensitivity and specificity of the model appeared to plateau at about 80%, regardless of the introduction of additional SEMs, what further adjustments can be made to improve the classification algorithm?

(B) Sauvey et al.

  1. In determining mefloquine and metronidazole activities against mature invadens cysts, how were the concentrations chosen?
  2. How do the concentrations used in the various assays compare to in vivo concentrations, especially those in the lumen and in the blood?

Tags: antimalarials, diagnostics, malaria


(No Ratings Yet)

Have your say

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Sign up to customise the site to your preferences and to receive alerts

Register here

Also in the microbiology category:

Streptococcus pneumoniae augments circadian clock gene expression in zebrafish cells

Camila Morales Fénero, Raina E. Sacksteder, Jacqueline M. Kimmey

Selected by 15 May 2024

UofA IMB565 et al.


PPARγ mediated enhanced lipid biogenesis fuels Mycobacterium tuberculosis growth in hepatocytes

Binayak Sarkar, Jyotsna Singh, Mohit Yadav, et al.

Selected by 14 May 2024

UofA IMB565 et al.


Aspergillus dsRNA virus drives fungal fitness and pathogenicity in the mammalian host

Vanda Lerer, Marina Rocha, John Adeoye, et al.

Selected by 13 May 2024

UofA IMB565 et al.


Also in the pharmacology and toxicology category:

Pervasive sublethal effects of agrochemicals as contributing factors to insect decline

Lautaro Gandara, Richard Jacoby, François Laurent, et al.

Selected by 07 February 2024

Roberto Amadio

Animal Behavior and Cognition

Mixed Alkyl/Aryl Phosphonates Identify Metabolic Serine Hydrolases as Antimalarial Targets

John M. Bennett, Sunil K. Narwal, Stephanie Kabeche, et al.

Selected by 02 February 2024

Zhang-He Goh


Optical Control of G-Actin with a Photoswitchable Latrunculin

Nynke A. Vepřek, Madeline H. Cooper, Laura Laprell, et al.

Selected by 14 September 2023

Zhang-He Goh

Pharmacology and Toxicology

Also in the pharmacology and toxicology category:

FENS 2020

A collection of preprints presented during the virtual meeting of the Federation of European Neuroscience Societies (FENS) in 2020


List by Ana Dorrego-Rivas

COVID-19 / SARS-CoV-2 preprints

List of important preprints dealing with the ongoing coronavirus outbreak. See for additional resources and timeline, and for full list of bioRxiv and medRxiv preprints on this topic


List by Dey Lab, Zhang-He Goh


Drug use in special populations

Any drugs that are being used in special populations: Patients with liver and kidney failure, in paediatrics, in geriatrics, and in pregnant or lactating patients. Includes the discovery of factors that could potentially affect drug use in these special populations.


List by Zhang-He Goh

Toxicology of toxicants, existing therapeutics, and investigational drugs

Preprints that describe the toxicology of environmental pollutants and existing and upcoming drugs. Includes both toxicokinetics and toxicodynamics, as well as technological improvements that will help in the characterisation of this field.


List by Zhang-He Goh

Anticancer agents: Discovery and clinical use

Preprints that describe the discovery of anticancer agents and their clinical use. Includes both small molecules and macromolecules like biologics.


List by Zhang-He Goh

Advances in Drug Delivery

Advances in formulation technology or targeted delivery methods that describe or develop the distribution of small molecules or large macromolecules to specific parts of the body.


List by Zhang-He Goh